This essay reviews five recent books concerned directly or indirectly with the dangers of corporate and government surveillance, and, more broadly, raises the question of whether the so-called age of big data has led to a change in the nature of secrecy that threatens the traditional expectations of privacy for individuals and transparency for public entities.